- ▪Z. Aminzare, E.D. Sontag, "Some remarks on spatial uniformity of solutions of reaction-diffusion PDEs", Nonlinear Analysis, vol. 147, pp. 125-144, 2016. pdfcontractions · contractive systems · matrix measures · logarithmic norms · synchronization · consensus · reaction-diffusion PDEs · partial differential equations
Abstract
This paper presents a condition which guarantees spatial uniformity for the asymptotic behavior of the solutions of a reaction diffusion partial differential equation (PDE) with Neumann boundary conditions in one dimension, using the Jacobian matrix of the reaction term and the first Dirichlet eigenvalue of the Laplacian operator on the given spatial domain. The estimates are based on logarithmic norms in non-Hilbert spaces, which allow, in particular for a class of examples of interest in biology, tighter estimates than other previously proposed methods.
- ▪Z. Aminzare, Y. Shafi, M. Arcak, E.D. Sontag, "Guaranteeing spatial uniformity in reaction-diffusion systems using weighted L_2-norm contractions", In A Systems Theoretic Approach to Systems and Synthetic Biology I: Models and System Characterizations, pp. 73-101, 2014. pdfcontractions · contractive systems · Turing instabilities · diffusion · partial differential equations · synchronization
Abstract
This paper gives conditions that guarantee spatial uniformity of the solutions of reaction-diffusion partial differential equations, stated in terms of the Jacobian matrix and Neumann eigenvalues of elliptic operators on the given spatial domain, and similar conditions for diffusively-coupled networks of ordinary differential equations. Also derived are numerical tests making use of linear matrix inequalities that are useful in certifying these conditions.
- ▪Z. Aminzare, E.D. Sontag, "Logarithmic Lipschitz norms and diffusion-induced instability", Nonlinear Analysis: Theory, Methods & Applications, vol. 83, pp. 31-49, 2013. pdfcontractions · contractive systems · matrix measures · logarithmic norms · Turing instabilities · diffusion · partial differential equations · synchronization
Abstract
This paper proves that ordinary differential equation systems that are contractive with respect to L^p norms remain so when diffusion is added. Thus, diffusive instabilities, in the sense of the Turing phenomenon, cannot arise for such systems, and in fact any two solutions converge exponentially to each other. The key tools are semi-inner products and logarithmic Lipschitz constants in Banach spaces. An example from biochemistry is discussed, which shows the necessity of considering non-Hilbert spaces. An analogous result for graph-defined interconnections of systems defined by ordinary differential equations is given as well.
- ▪Y. Shafi, Z. Aminzare, M. Arcak, E.D. Sontag, "Spatial uniformity in diffusively-coupled systems using weighted L2 norm contractions", In Proc. American Control Conference, pp. 5639-5644, 2013. pdfcontractions · contractive systems · matrix measures · logarithmic norms · Turing instabilities · diffusion · partial differential equations · synchronization
Abstract
We present conditions that guarantee spatial uniformity in diffusively-coupled systems. Diffusive coupling is a ubiquitous form of local interaction, arising in diverse areas including multiagent coordination and pattern formation in biochemical networks. The conditions we derive make use of the Jacobian matrix and Neumann eigenvalues of elliptic operators, and generalize and unify existing theory about asymptotic convergence of trajectories of reaction-diffusion partial differential equations as well as compartmental ordinary differential equations. We present numerical tests making use of linear matrix inequalities that may be used to certify these conditions. We discuss an example pertaining to electromechanical oscillators. The paper's main contributions are unified verifiable relaxed conditions that guarantee synchrony.